Results for "control plane".

OpenAI releases Symphony, an open-source spec for agent orchestration that turns a project-management board like Linear into a control plane for coding agents (OpenAI)

OpenAI : OpenAI releases Symphony, an open-source spec for agent orchestration that turns a project-management board like Linear into a control plane for coding agents — Six months ago, while working …

Discussion: Using Python as a control plane for high-performance systems - Is the overhead of the C-API still the main bottleneck?

Cloudless-Training: A Framework to Improve Efficiency of Geo-Distributed ML Training

Geo-distributed ML training can benefit many emerging ML scenarios (e.g., large model training, federated learning) with multi-regional cloud resources and wide area network. However, its efficiency i…

How well does S3 checkpointing hold up when running Airflow on spot?

This article explores what actually happens when Apache Airflow runs on spot instances, using real experiments to simulate node preemption across both control plane and worker nodes. It walks through …